Pith Number

pith:HZC72AHO

pith:2022:HZC72AHO746WQ5US2NPDKTOS74

not attested not anchored not stored refs pending

ToupleGDD: A Fine-Designed Solution of Influence Maximization by Deep Reinforcement Learning

Jianxiong Guo, Siwen Yan, Tiantian Chen, Weili Wu

arxiv:2210.07500 v3 · 2022-10-14 · cs.SI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HZC72AHO746WQ5US2NPDKTOS74}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

REM: A Scalable Reinforced Multi-Expert Framework for Multiplex Influence Maximization

Receipt and verification

First computed	2026-07-05T06:10:20.487070Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e45fd00eeff3d687692d35e354dd2ff1b9abf40c2f08a442f854ab3149d128d

Aliases

arxiv: 2210.07500 · arxiv_version: 2210.07500v3 · doi: 10.48550/arxiv.2210.07500 · pith_short_12: HZC72AHO746W · pith_short_16: HZC72AHO746WQ5US · pith_short_8: HZC72AHO

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/HZC72AHO746WQ5US2NPDKTOS74 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 3e45fd00eeff3d687692d35e354dd2ff1b9abf40c2f08a442f854ab3149d128d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eba0879d02f9acdac7fbc4f8173d9f462eeefd14145e5148e20b58543a56bf6c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SI",
    "submitted_at": "2022-10-14T03:56:53Z",
    "title_canon_sha256": "3707428046c31c02149ebd477f312297a40ba1363b18416196da370a27dc3bb4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.07500",
    "kind": "arxiv",
    "version": 3
  }
}